python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "ETTm1.csv" --strategy-args '{"horizon": 96}' --model-name "pdf.PDF" --model-hyper-params '{"batch_size": 128, "d_ff": 48, "d_model": 48, "dropout": 0.5, "e_layers": 3, "fc_dropout": 0.25, "horizon": 96, "kernel_list": [5, 7, 11, 15], "lradj": "TST", "n_head": 16, "norm": true, "patch_len": [3, 6, 16, 32, 48], "patience": 20, "period": [48, 90, 102, 360, 720], "seq_len": 512, "stride": [3, 6, 16, 32, 48], "num_epochs": 100}' --gpus 0 --num-workers 1 --timeout 60000 --save-path "ETTm1/PDF"

python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "ETTm1.csv" --strategy-args '{"horizon": 192}' --model-name "pdf.PDF" --model-hyper-params '{"batch_size": 128, "d_ff": 48, "d_model": 48, "dropout": 0.5, "e_layers": 3, "fc_dropout": 0.25, "horizon": 192, "kernel_list": [5, 7, 11, 15], "lradj": "TST", "n_head": 16, "norm": true, "patch_len": [3, 6, 16, 32, 48], "patience": 20, "period": [48, 90, 102, 360, 720], "seq_len": 512, "stride": [3, 6, 16, 32, 48], "num_epochs": 100}' --gpus 0 --num-workers 1 --timeout 60000 --save-path "ETTm1/PDF"

python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "ETTm1.csv" --strategy-args '{"horizon": 336}' --model-name "pdf.PDF" --model-hyper-params '{"batch_size": 128, "d_ff": 48, "d_model": 48, "dropout": 0.5, "e_layers": 3, "fc_dropout": 0.25, "horizon": 336, "kernel_list": [5, 7, 11, 15], "lradj": "TST", "n_head": 16, "norm": true, "patch_len": [3, 6, 16, 32, 48], "patience": 20, "period": [48, 90, 102, 360, 720], "seq_len": 336, "stride": [3, 6, 16, 32, 48], "num_epochs": 100}' --gpus 0 --num-workers 1 --timeout 60000 --save-path "ETTm1/PDF"

python ./scripts/run_benchmark.py --config-path "rolling_forecast_config.json" --data-name-list "ETTm1.csv" --strategy-args '{"horizon": 720}' --model-name "pdf.PDF" --model-hyper-params '{"batch_size": 128, "d_ff": 48, "d_model": 48, "dropout": 0.5, "e_layers": 3, "fc_dropout": 0.25, "horizon": 720, "kernel_list": [5, 7, 11, 15], "lr": 5e-05, "lradj": "TST", "n_head": 16, "norm": true, "patch_len": [3, 6, 16, 32, 48], "patience": 20, "period": [48, 90, 102, 360, 720], "seq_len": 336, "stride": [3, 6, 16, 32, 48], "num_epochs": 100}' --gpus 0 --num-workers 1 --timeout 60000 --save-path "ETTm1/PDF"

